11-25-2016 05:16 AM
I was wondering if someone knew about Zero-inflated poisson models, especially how to chose the independent variables for the logit model of the ZIP, and how this choice could impact the results of the ZIP.
11-26-2016 12:02 AM
Unless you are working on a an abstract problem where variables have no meaning, you should be able to describe your model from prior knowledge. For example, you should be able to hypothesize the origin of extra zeros in your data.
I prefer to start with a simple model and to refine it by looking at the fit.
Others like to put every possible effect in their original model and to simplify it by eliminating non-significant terms.